Publications

2026

1. AAAI (Oral)

   AbductiveMLLM: Boosting Visual Abductive Reasoning within MLLMs

   Boyu Chang, Qi Wang, Xi Guo, Zhixiong Nan, Yazhou Yao, and Tianfei Zhou

   In The Fortieth AAAI Conference on Artificial Intelligence, 2026

   Bib PDF

   @inproceedings{AbductiveMLLM,
     title = {AbductiveMLLM: Boosting Visual Abductive Reasoning within MLLMs},
     author = {Chang, Boyu and Wang, Qi and Guo, Xi and Nan, Zhixiong and Yao, Yazhou and Zhou, Tianfei},
     booktitle = {The Fortieth AAAI Conference on Artificial Intelligence},
     year = {2026},
   }

2. SCIS

   Prompt-Driven Continual Graph Learning

   Qi Wang, Rui Mao, Ye Yuan, and Tianfei Zhou

   Science China Information Sciences, 2026

   Bib PDF

   @article{promptCGL,
     title = {Prompt-Driven Continual Graph Learning},
     author = {Wang, Qi and Mao, Rui and Yuan, Ye and Zhou, Tianfei},
     journal = {Science China Information Sciences},
     year = {2026},
   }

2025

1. NeurIPS

   VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning

   Qi Wang, Yanrui Yu, Ye Yuan, Rui Mao, and Tianfei Zhou

   In Advances in Neural Information Processing Systems, 2025

   Bib PDF

   @inproceedings{VideoRFT,
     title = {VideoRFT: Incentivizing Video Reasoning Capability in MLLMs via Reinforced Fine-Tuning},
     author = {Wang, Qi and Yu, Yanrui and Yuan, Ye and Mao, Rui and Zhou, Tianfei},
     booktitle = {Advances in Neural Information Processing Systems},
     year = {2025},
   }

2024

1. APWeb-WAIM

   Noise-resistant graph neural networks for session-based recommendation

   Qi Wang, Anbiao Wu, Ye Yuan, Yishu Wang, Guangqing Zhong, Xuefeng Gao, and Chenghu Yang

   In Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data, 2024

   Bib PDF

   @inproceedings{NRGNN,
     title = {Noise-resistant graph neural networks for session-based recommendation},
     author = {Wang, Qi and Wu, Anbiao and Yuan, Ye and Wang, Yishu and Zhong, Guangqing and Gao, Xuefeng and Yang, Chenghu},
     booktitle = {Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data},
     pages = {144--160},
     year = {2024},
     organization = {Springer},
   }